Classification on m-brick-kiln GeoBench (test)
94.5AccuracyUniverSat-B
Evaluation results
| Method | Links | |
|---|---|---|
| UniverSat-BModality=S2, Temporal Setting=Single timestamp, Evaluation Protocol=kNN, Training Supervision=SSL, Unseen Config=true, Unseen Sensor=true2026.06 | 94.5 | |
| OlmoEarth-LModality=S2, Temporal Setting=Single timestamp, Evaluation Protocol=kNN, Training Supervision=SSup, Unseen Config=true, Unseen Sensor=true2026.06 | 93.4 | |
| PanopticonModality=S2, Temporal Setting=Single timestamp, Evaluation Protocol=kNN, Training Supervision=SSL, Unseen Config=true, Unseen Sensor=true2026.06 | 92.9 | |
| TerraMindModality=S2, Temporal Setting=Single timestamp, Evaluation Protocol=kNN, Training Supervision=SSup, Unseen Config=true, Unseen Sensor=true2026.06 | 91.9 | |
| CROMA-LModality=S2, Temporal Setting=Single timestamp, Evaluation Protocol=kNN, Training Supervision=SSL, Unseen Config=true, Unseen Sensor=true2026.06 | 91.7 | |
| DINOv3 7BModality=S2, Temporal Setting=Single timestamp, Evaluation Protocol=kNN, Training Supervision=SSL, Unseen Config=true, Unseen Sensor=true2026.06 | 91.3 | |
| Galileo-BModality=S2, Temporal Setting=Single timestamp, Evaluation Protocol=kNN, Training Supervision=SSup, Unseen Config=true, Unseen Sensor=true2026.06 | 91.1 | |
| CopernicusFMModality=S2, Temporal Setting=Single timestamp, Evaluation Protocol=kNN, Training Supervision=SSL, Unseen Config=true, Unseen Sensor=true2026.06 | 85.9 | |
| AnySatModality=S2, Temporal Setting=Single timestamp, Evaluation Protocol=kNN, Training Supervision=SSL, Unseen Config=true, Unseen Sensor=true2026.06 | 84.5 | |
| SatlasModality=S2, Temporal Setting=Single timestamp, Evaluation Protocol=kNN, Training Supervision=SSL, Unseen Config=true, Unseen Sensor=true2026.06 | 83 |